# Best Scientific Data Management Systems (SDMS) - Page 3

## How Many Scientific Data Management Systems (SDMS) Products Does G2 Track?

**Total Products under this Category:** 90

### Category Stats (Aug 2026)

- **Average Rating:** 4.52/5 The average rating of products in this category, based on all submitted ratings

_Last updated: August 14, 2026_

## How Does G2 Rank Scientific Data Management Systems (SDMS) Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 1,100+ Authentic Reviews
- 90+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Scientific Data Management Systems (SDMS)
 ![G2 Grid® for Scientific Data Management Systems (SDMS) plotting products by satisfaction and market presence](https://www.g2.com/categories/scientific-data-management-system-sdms/grids.png?focus%5B%5D=12435&focus%5B%5D=49257&focus%5B%5D=94672&focus%5B%5D=1186690&focus%5B%5D=12430&focus%5B%5D=23792&focus%5B%5D=130061&focus%5B%5D=40533)

Highlighted products: Thermo Scientific SampleManager LIMS Software, SciNote, Labguru ELN LIMS, Dotmatics, STARLIMS, Benchling, Genemod, and Google Genomics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/scientific-data-management-system-sdms/grids.json?focus%5B%5D=thermo-scientific-samplemanager-lims-software&focus%5B%5D=scinote&focus%5B%5D=labguru-eln-lims&focus%5B%5D=dotmatics-dotmatics&focus%5B%5D=starlims&focus%5B%5D=benchling&focus%5B%5D=genemod&focus%5B%5D=google-genomics)

**Sponsored**

### Dotmatics

Dotmatics is a scientific R&D platform that combines ELN (electronic lab notebook), sample and sequence registration, inventory management, workflow automation, and scientific data search and analytics in one connected system. Dotmatics Luma extends this with a unified data layer that brings together instrument outputs, application data, and enterprise sources, then organizes it for analysis, visualization, and decision-making across biology, chemistry, and materials. Built for biopharma, CRO/CDMOs, and industrial R&D, Dotmatics helps teams replace disconnected point tools and spreadsheets with a governed system of record. Scientists can plan and capture experiments, track materials with full chain of custody, and connect results to the right samples, sequences, and studies so prior work is easy to find and reuse. Role-based permissions, audit trails, and compliance-ready controls support regulated workflows, while flexible integrations connect to existing lab and enterprise systems. With Luma-powered search and analytics, teams can compare candidates across assays, spot trends and outliers in complex datasets, reduce re-runs, and gain clear visibility into what’s progressing, what’s blocked, and what to advance next.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2191&secure%5Bchosen_at%5D=2026-08-15T07%3A57%3A19Z&secure%5Bdisplayable_resource_id%5D=2191&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2191&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1186690&secure%5Bresource_id%5D=2191&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fscientific-data-management-system-sdms%3Fpage%3D3&secure%5Btoken%5D=e36f69d58e1f793b0d5359f6b5925d542a9d1fefa45533f5ab1b84b483588e76&secure%5Burl%5D=https%3A%2F%2Fgo.dotmatics.com%2Fluma-platform&secure%5Burl_type%5D=custom_url)

### [LabLynx](https://www.g2.com/products/lablynx/reviews)

The LabLynx Lab Informatics App Platform is the ultimate solution for laboratories seeking comprehensive, scalable tools to manage every aspect of their operations. Built for flexibility and growth, it provides the features you need to meet today’s demands while positioning your lab for future success. From streamlined data management to advanced automation, the platform keeps your lab at the forefront of innovation in an ever-evolving industry. Modular features include: LIMS, LIS, LES, ELN, SDMS, Lab Portal, Reporting & Analytics, Lab Automation with AI and IoT, Lab social and digital media network, Service & Support Platform, Document and Quality Management and dozens of industry specific modules The LabLynx Next Generation Informatics Platform empowers laboratories to scale, grow, and excel in a rapidly changing landscape. With unparalleled adaptability and advanced capabilities, it simplifies operations, enhances data precision, and drives efficiency—all while evolving seamlessly alongside your lab's needs. LabLynx has bundled its most powerful features into three innovative Suites, providing laboratories with unmatched flexibility and comprehensive solutions. These Suites are designed to address the diverse needs of labs across industries, enabling streamlined operations, enhanced data management, and seamless scalability. No matter your lab’s size or focus, there’s a LabLynx Suite tailored to help you achieve your goals. At LabLynx, we don’t just offer a platform—we provide a transformative experience that redefines laboratory management. Built on decades of expertise, innovation, and a customer-first mindset, the LabLynx Next Generation Informatics Platform delivers more than just solutions; it delivers results.

**Average Rating:** 4.7/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate LabLynx?

- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind LabLynx?

- **Seller:** [LabLynx](https://www.g2.com/sellers/lablynx)
- **Year Founded:** 2000
- **HQ Location:** Atlanta, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9300f77a5910cf7e823d62ee28c57cc8046f1ade41c61cc7cac6d13a8ffe523f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flablynx-inc-&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Are Recent G2 Reviews of LabLynx?

**["Powerful and Flexible system"](https://www.g2.com/survey_responses/lablynx-review-5024196)**

**Rating:** 5.0/5.0 stars

_— Tim H._

[Read full review](https://www.g2.com/survey_responses/lablynx-review-5024196)

**["LabLynx: Versatile and Easy to Use Once You Get the Hang of It"](https://www.g2.com/survey_responses/lablynx-review-12905959)**

**Rating:** 4.5/5.0 stars

_— Pamela V._

[Read full review](https://www.g2.com/survey_responses/lablynx-review-12905959)

#### What Are G2 Users Discussing About LabLynx?

- [What is the best feature of using LIMS?](https://www.g2.com/discussions/what-is-the-best-feature-of-using-lims)
- [What other features can be added to LIMS?](https://www.g2.com/discussions/what-other-features-can-be-added-to-lims)
- [What are the unique features of LIMS?](https://www.g2.com/discussions/what-are-the-unique-features-of-lims)

### [Logilab SDMS](https://www.g2.com/products/logilab-sdms/reviews)

Logilab SDMS is a next-generation Scientific Data Management System (SDMS) built for regulated labs that demand AI-ready, cloud-native scientific data management. Designed to work with any instrument — 𝐟𝐫𝐨𝐦 𝐦𝐨𝐝𝐞𝐫𝐧 𝐇𝐏𝐋𝐂 𝐚𝐧𝐝 𝐋𝐂-𝐌𝐒 𝐭𝐨 𝐑𝐒-𝟐𝟑𝟐 𝐝𝐞𝐯𝐢𝐜𝐞𝐬 — Logilab SDMS ensures your laboratory data is secure, compliant, vendor-neutral, and instantly accessible. with Logilab SDMS you can, ✅Integrate with analytical instruments, PC-based, analog, RS-232, and TCP/IP systems as well as 𝐄𝐋𝐍, 𝐋𝐈𝐌𝐒, 𝐌𝐄𝐒, and 𝐄𝐑𝐏 platforms. ✅Capture, catalogue & archive instrument raw data files & metadata along with human-readable data. ✅Automatically extracts critical parameters from scientific data files using an advanced parser. ✅Enable 21 CFR Part 11 compliance for instruments & software systems. ✅Create a single reliable source of truth for all data in your organization. ✅Meet ALCOA principles for data integrity without any compromise. 𝟏. 𝐖𝐡𝐚𝐭 𝐭𝐲𝐩𝐞𝐬 𝐨𝐟 𝐢𝐧𝐬𝐭𝐫𝐮𝐦𝐞𝐧𝐭𝐬 𝐜𝐚𝐧 𝐋𝐨𝐠𝐢𝐥𝐚𝐛 𝐒𝐃𝐌𝐒 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐞 𝐰𝐢𝐭𝐡? Logilab SDMS supports automated, multi-instrument data capture from a wide range of lab equipment including 𝐇𝐏𝐋𝐂, 𝐆𝐂-𝐌𝐒, 𝐅𝐓𝐈𝐑, 𝐛𝐚𝐥𝐚𝐧𝐜𝐞𝐬, 𝐚𝐧𝐝 𝐬𝐩𝐞𝐜𝐭𝐫𝐨𝐩𝐡𝐨𝐭𝐨𝐦𝐞𝐭𝐞𝐫𝐬. It is compatible with systems such as Thermo Fisher, Waters, etc., as well 𝐏𝐂-𝐛𝐚𝐬𝐞𝐝, 𝐀𝐧𝐚𝐥𝐨𝐠, 𝐂𝐥𝐢𝐧𝐢𝐜𝐚𝐥, 𝐑𝐒-𝟐𝟑𝟐, 𝐚𝐧𝐝 𝐓𝐂𝐏/𝐈𝐏 𝐬𝐲𝐬𝐭𝐞𝐦𝐬. Logilab SDMS also offers out-of-the-box integration with platforms such as ELNs, LIMS, MES, CDS, and ERP systems. 𝟐. 𝐇𝐨𝐰 𝐝𝐨𝐞𝐬 𝐋𝐨𝐠𝐢𝐥𝐚𝐛 𝐒𝐃𝐌𝐒 𝐞𝐧𝐬𝐮𝐫𝐞 𝐫𝐞𝐠𝐮𝐥𝐚𝐭𝐨𝐫𝐲 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐚𝐧𝐝 𝐟𝐥𝐞𝐱𝐢𝐛𝐥𝐞 𝐝𝐞𝐩𝐥𝐨𝐲𝐦𝐞𝐧𝐭? Logilab SDMS is designed to help laboratories achieve compliance with regulatory standards, including 𝟐𝟏 𝐂𝐅𝐑 𝐏𝐚𝐫𝐭 𝟏𝟏, 𝐆𝐋𝐏, 𝐆𝐀𝐌𝐏 𝟓, etc. It includes features like e-signatures, audit trails, and role-based access control to support audit readiness and data integrity. Logilab SDMS offers flexible, cloud-enabled deployment options. Whether hosted on-premises or in a hybrid cloud environment, the system provides scalable storage, high availability, and adherence to data residency requirements. 𝟑. 𝐇𝐨𝐰 𝐝𝐨𝐞𝐬 𝐋𝐨𝐠𝐢𝐥𝐚𝐛 𝐒𝐃𝐌𝐒 𝐢𝐦𝐩𝐫𝐨𝐯𝐞 𝐝𝐚𝐭𝐚 𝐨𝐫𝐠𝐚𝐧𝐢𝐳𝐚𝐭𝐢𝐨𝐧 𝐢𝐧 𝐭𝐡𝐞 𝐥𝐚𝐛? SDMS features an advanced parsing engine that automatically extracts critical parameters from scientific data files, applying smart metadata tagging to efficiently organize information across projects, samples, batches, and other categories. This automated structure enhances data traceability and consistency. 𝐈𝐧𝐝𝐮𝐬𝐭𝐫𝐢𝐞𝐬 𝐒𝐞𝐫𝐯𝐞𝐝: Pharmaceuticals, Life Sciences & Biotech, Contract Research Organizations (CROs), Healthcare & Diagnostics, Cell & Gene Therapy, Chemical Manufacturing, Oil & Gas, Dairy, Food & Beverage, Manufacturing, Environmental Testing, etc.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Logilab SDMS?

- **Lab Systems Integration:** 8.3/10 (Category avg: 8.4/10)
- **Query and Search:** 8.3/10 (Category avg: 8.5/10)
- **Library Collections:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Logilab SDMS?

- **Seller:** [Agaram Technologies](https://www.g2.com/sellers/agaram-technologies)
- **Year Founded:** 1995
- **HQ Location:** 306, Raheja Towers, 510 Alpha Wing, Anna Salai, Chennai - 600002, India +91 44 4208 2005 info@agaramtech.com
- **Twitter:** @agaramtech  
1,094 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9fe21989443c2edef7ab2fdc7d2da4ea4369c782b91b5b5ab757e8681683bae5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3126066&secure%5Burl_type%5D=linkedin_company_website)  
160 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of Logilab SDMS?

**["Streamlining Scientific data Management"](https://www.g2.com/survey_responses/logilab-sdms-review-9888645)**

**Rating:** 4.5/5.0 stars

_— Pratibha S._

[Read full review](https://www.g2.com/survey_responses/logilab-sdms-review-9888645)

**["One of the most advanced data management system"](https://www.g2.com/survey_responses/logilab-sdms-review-7281907)**

**Rating:** 4.5/5.0 stars

_— Ajit S._

[Read full review](https://www.g2.com/survey_responses/logilab-sdms-review-7281907)

### [prognosFACTOR](https://www.g2.com/products/prognosfactor/reviews)

prognosFACTOR provides healthcare analytics with a clinical edge. Unlock insights you need to factor new and emerging clinical insights into the healthcare equation. Design, iterate, and finalize patient cohorts in seconds. Run patient journeys and discover opportunities to improve care, understand the 'when's and 'whys' of disease and treatment progression.

**Average Rating:** 5.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate prognosFACTOR?

- **Lab Systems Integration:** 10.0/10 (Category avg: 8.4/10)
- **Query and Search:** 6.7/10 (Category avg: 8.5/10)
- **Library Collections:** 10.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind prognosFACTOR?

- **Seller:** [Prognos Health](https://www.g2.com/sellers/prognos-health)
- **Year Founded:** 2010
- **HQ Location:** New York, New York, United States
- **Twitter:** @prognosAI  
819 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5ab3c991ccb96feae9d1b3e3b2eac98e9df1f4f72f720136af89e1146c6967a9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprognos%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®
- **Ownership:** Sundeep Bhan

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of prognosFACTOR?

**["Makes Contracting So Much Easier!"](https://www.g2.com/survey_responses/prognosfactor-review-7384056)**

**Rating:** 5.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/prognosfactor-review-7384056)

**["Analysing the data of patients for project"](https://www.g2.com/survey_responses/prognosfactor-review-7402592)**

**Rating:** 5.0/5.0 stars

_— Sai Chaitanya K._

[Read full review](https://www.g2.com/survey_responses/prognosfactor-review-7402592)

### [Saama](https://www.g2.com/products/saama/reviews)

Saama offers big data analytics solutions for insurance, healthcare, life sciences, and CPG industries.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Saama?

- **Lab Systems Integration:** 8.3/10 (Category avg: 8.4/10)
- **Query and Search:** 8.3/10 (Category avg: 8.5/10)
- **Library Collections:** 6.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 6.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Saama?

- **Seller:** [Saama Technologies](https://www.g2.com/sellers/saama-technologies)
- **HQ Location:** Campbell, California, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=609a3273b0038f1b1e1408497f08e0cef4d1e3cce63d9c9df0454545f42fc3fc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsaama-technologies&secure%5Burl_type%5D=linkedin_company_website)  
1,850 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of Saama?

**["It was good experience. They provide all the details and support for implementation"](https://www.g2.com/survey_responses/saama-review-9567391)**

**Rating:** 4.0/5.0 stars

_— Prashant D._

[Read full review](https://www.g2.com/survey_responses/saama-review-9567391)

**["A technology partner for your data needs"](https://www.g2.com/survey_responses/saama-review-7631510)**

**Rating:** 4.0/5.0 stars

_— Akshay M._

[Read full review](https://www.g2.com/survey_responses/saama-review-7631510)

### [Spectrus Processor](https://www.g2.com/products/acd-labs-spectrus-processor/reviews)

Multi-technique, vendor-neutral analytical data processing. Analyze and report NMR, LC/MS, GC/MS, HPLC, IR, Raman, DSC, TGA data, and more in one common interface. Extract results quickly and efficiently with built-in tools to assist with processing and interpretation. Search in-house or commercial spectral libraries. Available as a desktop or browser-based application.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Spectrus Processor?

- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Spectrus Processor?

- **Seller:** [ACD/Labs](https://www.g2.com/sellers/acd-labs)
- **Year Founded:** 1994
- **HQ Location:** Toronto, Canada
- **Twitter:** @ACDLabs  
1,035 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f4543331f690a04f6e30e2f73aed63796bf1a16d46b0130ede23548a42c7522d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18480&secure%5Burl_type%5D=linkedin_company_website)  
195 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of Spectrus Processor?

**["it helps in handling data and chemical structure"](https://www.g2.com/survey_responses/spectrus-processor-review-7442952)**

**Rating:** 4.0/5.0 stars

_— Adizatu K._

[Read full review](https://www.g2.com/survey_responses/spectrus-processor-review-7442952)

**["Spectrum Processor"](https://www.g2.com/survey_responses/spectrus-processor-review-8033288)**

**Rating:** 4.0/5.0 stars

_— Shashank S._

[Read full review](https://www.g2.com/survey_responses/spectrus-processor-review-8033288)

### [Thermo Scientific Core SDMS](https://www.g2.com/products/thermo-scientific-core-sdms/reviews)

Thermo Scientific Core SDMS Software provides an automated data capture framework for the integration of the Thermo Fisher Platform for Science Software with laboratory instruments and workflows.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Thermo Scientific Core SDMS?

- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Thermo Scientific Core SDMS?

- **Seller:** [Thermo Fisher Scientific](https://www.g2.com/sellers/thermo-fisher-scientific)
- **HQ Location:** Waltham, MA
- **Twitter:** @thermosci  
23,517 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6484afb965d2d2a1d069080518f41101e7e31d64e297398f95d7bdd5736ff5db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3081%2F&secure%5Burl_type%5D=linkedin_company_website)  
100,255 employees on LinkedIn®
- **Ownership:** BMV:TMO
- **Total Revenue (USD mm):** $32,218

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Thermo Scientific Core SDMS?

**["Best tool to manage data"](https://www.g2.com/survey_responses/thermo-scientific-core-sdms-review-7284578)**

**Rating:** 4.0/5.0 stars

_— Jigar K A._

[Read full review](https://www.g2.com/survey_responses/thermo-scientific-core-sdms-review-7284578)

**["Easy data transfer for equipment"](https://www.g2.com/survey_responses/thermo-scientific-core-sdms-review-7284003)**

**Rating:** 5.0/5.0 stars

_— Rachel L._

[Read full review](https://www.g2.com/survey_responses/thermo-scientific-core-sdms-review-7284003)

### [Flywheel.io](https://www.g2.com/products/flywheel-io/reviews)

Flywheel is the pioneering medical imaging AI platform powering healthcare innovation through streamlined medical imaging data management, curation and analysis. Our cloud-native platform enables healthcare professionals, researchers and innovators to manage imaging data at scale and turn that data into analysis-ready datasets for accelerated research and AI development. Better data for better AI.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Flywheel.io?

- **Seller:** [Flywheel.io](https://www.g2.com/sellers/flywheel-io)
- **HQ Location:** Minneapolis, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0f74503d303369e2b72f70a0d190a3180b448e5a757c743d9345c0cbe41355ca&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6599200%2F&secure%5Burl_type%5D=linkedin_company_website)  
119 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Flywheel.io?

**["Great software!"](https://www.g2.com/survey_responses/flywheel-io-review-5114889)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/flywheel-io-review-5114889)

#### What Are G2 Users Discussing About Flywheel.io?

- [What is Flywheel.io used for?](https://www.g2.com/discussions/what-is-flywheel-io-used-for)

### [[FP]-LIMS](https://www.g2.com/products/fp-lims/reviews)

Thanks to Quality Management [FP]-LIMS, quality management software designed by Fink & Partner GmbH, you have the chance to increase your quality, reduce costs, and improve your lab processes. Besides, you have everything firmly under control in a combined management system with the powerful LIMS software by Fink & Partner. With [FP]-LIMS, you can finally monitor all your individualistic work processes and fulfill your documentation obligations according to onerous regulations and standards to avoid errors, manage samples, evaluate important KPIs and react quickly to bottlenecks in the workflow. Website: https://www.fp-lims.com/en/

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate [FP]-LIMS?

- **Lab Systems Integration:** 8.3/10 (Category avg: 8.4/10)
- **Query and Search:** 8.3/10 (Category avg: 8.5/10)
- **Library Collections:** 6.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind [FP]-LIMS?

- **Seller:** [Fink & Partner](https://www.g2.com/sellers/fink-partner)
- **Year Founded:** 2018
- **HQ Location:** Fracc Rincón de Santa María, MX
- **Twitter:** @DIAPLUS  
79 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c8e51c7a384fd3dc1290488ca9313d702df6abfcaab0640fcbc4da1546337294&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffinkpartners%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Do G2 Reviewers Say About [FP]-LIMS?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **robust compliance features** of FP-LIMS, enhancing productivity and ensuring adherence to industry standards.
- Users value the **robust compliance management** of FP-LIMS, which enhances productivity and ensures adherence to regulations.
- Users praise the **cost efficiency** of FP-LIMS, as it enhances productivity while minimizing operational expenses.
- Users appreciate the **customizable features** of FP-LIMS, allowing tailored solutions that enhance productivity and efficiency.
- Users value the **customizable features** of FP-LIMS, allowing tailored solutions that boost productivity and efficiency.

##### Cons

- Users often face **complex setup** challenges with FP-LIMS, making integration and training time-consuming and difficult.
- Users often find the **difficult learning curve** of FP-LIMS to be a significant barrier, affecting overall usability.
- Users find **integration issues** with FP-LIMS challenging, leading to potential compatibility problems and complicating the setup process.
- Users experience a **steep learning curve** with FP-LIMS, finding initial setup and integration quite challenging.
- Users report **limited compatibility** with existing systems in FP-LIMS, making integration challenging and cumbersome.

#### What Are Recent G2 Reviews of [FP]-LIMS?

**["Streamlining Laboratory Efficiency: A Comprehensive Review of FP LIMS"](https://www.g2.com/survey_responses/fp-lims-review-10308924)**

**Rating:** 4.0/5.0 stars

_— Sitaratnakumar c._

[Read full review](https://www.g2.com/survey_responses/fp-lims-review-10308924)

### [iVention Lab Execution System (iLES)](https://www.g2.com/products/ivention-lab-execution-system-iles/reviews)

iVention provides tightly integrated, state of the art Laboratory Information Management Systems (LIMS), Electronic Laboratory Notebooks (ELN), Scientific Data Management Software (SDMS) and Collaboration solutions to customers across multiple industries. Underlying each of iVention’s solution is the powerful, flexible iLES - iVention Lab Execution Platform, a web-based, scalable and extensible informatics platform. iLES requires no client software installation and is available as hosted or installed solution that can be configured to meet customers’ needs without custom coding.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind iVention Lab Execution System (iLES)?

- **Seller:** [iVention](https://www.g2.com/sellers/ivention)
- **Year Founded:** 2010
- **HQ Location:** Zwolle, NL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f940915acc109c4f97aa76b90e3a2ebaa0ef2f33f627072b263948335d367b24&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2085743&secure%5Burl_type%5D=linkedin_company_website)  
42 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of iVention Lab Execution System (iLES)?

**["Virtual Data Manager cum ERP"](https://www.g2.com/survey_responses/ivention-lab-execution-system-iles-review-7420503)**

**Rating:** 4.5/5.0 stars

_— Suraj N._

[Read full review](https://www.g2.com/survey_responses/ivention-lab-execution-system-iles-review-7420503)

### [Katalyst D2D](https://www.g2.com/products/katalyst-d2d/reviews)

Software to Streamline High Throughput Experiments from Design to Decide

**Average Rating:** 3.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Katalyst D2D?

- **Lab Systems Integration:** 3.3/10 (Category avg: 8.4/10)
- **Query and Search:** 3.3/10 (Category avg: 8.5/10)
- **Library Collections:** 6.7/10 (Category avg: 8.4/10)
- **Ease of Use:** 5.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Katalyst D2D?

- **Seller:** [ACD/Labs](https://www.g2.com/sellers/acd-labs)
- **Year Founded:** 1994
- **HQ Location:** Toronto, Canada
- **Twitter:** @ACDLabs  
1,035 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f4543331f690a04f6e30e2f73aed63796bf1a16d46b0130ede23548a42c7522d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18480&secure%5Burl_type%5D=linkedin_company_website)  
195 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

### [LABWORKS](https://www.g2.com/products/labworks-llc-labworks/reviews)

Labworks provides LABWORKS LIMS, a Laboratory Information Management System (LIMS) designed to help laboratories streamline operations, improve data accuracy, and ensure regulatory compliance. LABWORKS LIMS automates key lab functions, including sample tracking, inventory management, workflow automation, and data security, making it an essential tool for laboratories across industries such as environmental testing, pharmaceuticals, healthcare, and research. With a modern user interface, hybrid deployment options, and platform-agnostic integrations, LABWORKS LIMS adapts to labs of all sizes, from small research facilities to enterprise-level laboratories. The system is built for scalability and flexibility, allowing users to configure workflows, integrate with instruments, and optimize operations without disrupting existing processes. Backed by decades of industry experience and a 99% customer retention rate, Labworks delivers a proven solution for secure, efficient, and compliant laboratory management. Key Features: - Comprehensive Sample Management – Tracks samples throughout their lifecycle with barcoding, scheduling, and automated workflows. - Real-Time Data Access & Security – Ensures data integrity with audit trails, automated data entry, and secure cloud or on-premise storage. - Advanced Analytics & Reporting – Provides real-time dashboards, trend analysis, and customizable reports for better decision-making. - Regulatory Compliance & Audit Readiness – Maintains compliance with built-in regulatory tracking, standardized workflows, and documentation tools. - Scalable & Customizable – Configures to unique lab needs with modular features, seamless integrations, and automation capabilities. LABWORKS LIMS is designed for laboratory managers, quality control teams, and research professionals who need a secure, efficient, and adaptable data management system. Whether your lab requires automated workflows, real-time reporting, or seamless instrument integration, LABWORKS LIMS provides the tools to improve operational efficiency, reduce errors, and maintain compliance in a rapidly evolving industry.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate LABWORKS?

- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind LABWORKS?

- **Seller:** [Labworks LLC](https://www.g2.com/sellers/labworks-llc)
- **Year Founded:** 1985
- **HQ Location:** Lehi, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=66a3bcf3fa317460a97ca9cce4fc90c804be39291b6dd9886f3ea02ae4b9cd5a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flabworkslims%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Do G2 Reviewers Say About LABWORKS?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of LABWORKS, allowing efficient navigation for all experience levels.
- Users value the **flexibility** of LABWORKS, enabling tailored solutions for various lab needs and enhancing efficiency.
- Users value the **adaptability** of LABWORKS, as it supports diverse workflows across various lab sizes effectively.
- Users benefit from **outstanding audit logging** in Labworks, enhancing data management and operational efficiency across various workflows.
- Users highlight the **compliance capabilities** of LABWORKS, ensuring adherence to diverse regulatory requirements seamlessly.

##### Cons

- Users find the **difficult learning** curve of LABWORKS challenging, wishing for more training and webinar options.
- Users desire more **training and webinar opportunities** to enhance their proficiency with LABWORKS.

#### What Are Recent G2 Reviews of LABWORKS?

**["A highly flexible, user-friendly, and robust solution that seamlessly adapts to diverse workflows."](https://www.g2.com/survey_responses/labworks-review-10830816)**

**Rating:** 5.0/5.0 stars

_— Sandro M._

[Read full review](https://www.g2.com/survey_responses/labworks-review-10830816)

**["Robust and Flexible"](https://www.g2.com/survey_responses/labworks-review-10824619)**

**Rating:** 5.0/5.0 stars

_— Lane F._

[Read full review](https://www.g2.com/survey_responses/labworks-review-10824619)

### [Lims.net](https://www.g2.com/products/lims-net/reviews)

Lims.net is the Lims solution from Loc@soft dedicated to analysis and control laboratories.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Lims.net?

- **Lab Systems Integration:** 10.0/10 (Category avg: 8.4/10)
- **Query and Search:** 10.0/10 (Category avg: 8.5/10)
- **Library Collections:** 10.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Lims.net?

- **Seller:** [Loc@soft](https://www.g2.com/sellers/loc-soft)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of Lims.net?

**["starting to implement "](https://www.g2.com/survey_responses/lims-net-review-499319)**

**Rating:** 4.0/5.0 stars

_— Verified User in Pharmaceuticals_

[Read full review](https://www.g2.com/survey_responses/lims-net-review-499319)

**["Lims.net"](https://www.g2.com/survey_responses/lims-net-review-8936286)**

**Rating:** 4.5/5.0 stars

_— Verified User in Health, Wellness and Fitness_

[Read full review](https://www.g2.com/survey_responses/lims-net-review-8936286)

#### What Are G2 Users Discussing About Lims.net?

- [What is Lims.net used for?](https://www.g2.com/discussions/lims-net-what-is-lims-net-used-for)
- [What is Lims.net used for?](https://www.g2.com/discussions/what-is-lims-net-used-for)

### [Mapped](https://www.g2.com/products/mapped-research-llc-mapped/reviews)

Mapped is the only AI-powered platform that covers the complete systematic review workflow — from research question to published manuscript — without switching tools. What it covers: • Research idea validation & PICOS framework (8-stage scoring, 120 points) • Literature search across 10+ databases simultaneously with AI-generated queries • Title/abstract and full-text screening with dual-reviewer workflows • Data extraction with AI assistance • Risk of bias assessment (RoB 2.0, ROBINS-I, NOS, QUADAS-2) • Meta-analysis with R statistical engine • GRADE certainty of evidence assessment • Manuscript generation (PRISMA-compliant) Built for research teams with real-time collaboration, 5-role hierarchy, project chat, and Google Workspace integration. Multi-model AI throughout every step. Free plan available. No credit card required.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Mapped?

- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Mapped?

- **Seller:** [Mapped Research](https://www.g2.com/sellers/mapped-research)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7ec4020d805de94844b277567fb0ad33ec68e33c9eec93176c4663e6d17971a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F112715794%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Do G2 Reviewers Say About Mapped?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time collaboration** feature of Mapped, ensuring team alignment throughout the analysis process.
- Users value the **comprehensive data analysis features** of Mapped, enhancing collaboration and supporting methodological rigor.
- Users appreciate the **lab automation features** of Mapped for streamlining analysis and enhancing team collaboration.

##### Cons

- Users find the initial **difficult learning** curve challenging, but it becomes straightforward with familiarity.

#### What Are Recent G2 Reviews of Mapped?

**["Very Good Experience Overall"](https://www.g2.com/survey_responses/mapped-review-12393283)**

**Rating:** 5.0/5.0 stars

_— ABDELRAHMAN M._

[Read full review](https://www.g2.com/survey_responses/mapped-review-12393283)

### [NMR Workbook Suite](https://www.g2.com/products/nmr-workbook-suite/reviews)

Process, analyze, and assemble all your 1D and 2D NMR data

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate NMR Workbook Suite?

- **Lab Systems Integration:** 8.3/10 (Category avg: 8.4/10)
- **Query and Search:** 10.0/10 (Category avg: 8.5/10)
- **Library Collections:** 8.3/10 (Category avg: 8.4/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind NMR Workbook Suite?

- **Seller:** [ACD/Labs](https://www.g2.com/sellers/acd-labs)
- **Year Founded:** 1994
- **HQ Location:** Toronto, Canada
- **Twitter:** @ACDLabs  
1,035 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f4543331f690a04f6e30e2f73aed63796bf1a16d46b0130ede23548a42c7522d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18480&secure%5Burl_type%5D=linkedin_company_website)  
195 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of NMR Workbook Suite?

**["Nmr work book suite"](https://www.g2.com/survey_responses/nmr-workbook-suite-review-8935924)**

**Rating:** 4.5/5.0 stars

_— Verified User in Chemicals_

[Read full review](https://www.g2.com/survey_responses/nmr-workbook-suite-review-8935924)

### [NuGenesis SDMS](https://www.g2.com/products/nugenesis-sdms/reviews)

NuGenesis SDMS is the automated data repository for the NuGenesis laboratory management system.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate NuGenesis SDMS?

- **Lab Systems Integration:** 8.3/10 (Category avg: 8.4/10)
- **Query and Search:** 6.7/10 (Category avg: 8.5/10)
- **Library Collections:** 10.0/10 (Category avg: 8.4/10)
- **Ease of Use:** 6.7/10 (Category avg: 8.7/10)

#### Who Is the Company Behind NuGenesis SDMS?

- **Seller:** [WATERS](https://www.g2.com/sellers/waters)
- **HQ Location:** Milford, Massachusetts, United States
- **Twitter:** @WatersCorp  
18,418 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2f355eccc757ecef51dc1df4dde3dd10b10c4695085de68cda640f09a3ee8fad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fwaters%2F&secure%5Burl_type%5D=linkedin_company_website)  
8,866 employees on LinkedIn®
- **Ownership:** NYSE: WAT

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Do G2 Reviewers Say About NuGenesis SDMS?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **centralized and searchable repository** of NuGenesis SDMS, simplifying access to essential scientific data.
- Users value the **paperless efficiency** of NuGenesis SDMS, as it provides easy access to centralized scientific data.
- Users value the **centralized and searchable repository** of NuGenesis SDMS for efficient scientific data management.
- Users value the **centralized search functionality** of NuGenesis SDMS, facilitating easy access to essential scientific data.

##### Cons

- Users face a **steep learning curve** with NuGenesis SDMS, necessitating extensive training to become proficient.

#### What Are Recent G2 Reviews of NuGenesis SDMS?

**["NuGenesis SDMS review"](https://www.g2.com/survey_responses/nugenesis-sdms-review-11452113)**

**Rating:** 4.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/nugenesis-sdms-review-11452113)

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Similar Categories

- [Electronic Lab Notebook (ELN)](/categories/electronic-lab-notebook-eln)
- [Lab Inventory Management](/categories/lab-inventory-management)

- [LIMS](/categories/lims)
- [Other Laboratory](/categories/other-laboratory)

[Browse Scientific Data Management System (SDMS) Themes](/categories/scientific-data-management-system-sdms/themes)

 ![Emma Stein](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Emma Stein")
ES

Researched and written by [Emma Stein](https://research.g2.com/insights/author/emma-stein)

Updated October 3, 2024

A scientific data management system (SDMS) acts as a centralized document management system, collecting, cataloging, and storing data generated by and in a scientific lab. An SDMS is designed to handle unstructured data from data systems like a [LIMS](https://www.g2.com/categories/lims) or a [ELN](https://www.g2.com/categories/electronic-lab-notebook-eln). With an SDMS, lab researchers, scientists, analysts, and other lab personnel can better store and search for lab data and knowledge, speed up workflows and approval processes, and optimize collaboration between staff. SDMS can be deployed by any type of laboratory—clinical, research, contract, or pharmaceutical—to achieve and ensure data integrity and regulatory compliance, as well as maintain a single source of truth.

To qualify for inclusion in the Scientific Data Management Systems (SDMS) category, a product must:

- Capture, store, and manage a variety of unstructured data formats
- Analyze stored data and generate reports on lab activities
- Support data import and export
- Support interoperability by interacting with lab instruments, systems, and databases
- Integrate with laboratory information management systems and electronic lab notebooks

Show More